{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tiling Data\n",
    "\n",
    "This notebook demonstrates how tiling can be applied to a dataset.\n",
    "\n",
    "# Installing Anomalib\n",
    "\n",
    "The easiest way to install anomalib is to use pip. You can install it from the command line using the following command:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%pip install anomalib"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setting up the Dataset Directory\n",
    "\n",
    "This cell is to ensure we change the directory to have access to the datasets.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pathlib import Path\n",
    "\n",
    "# NOTE: Provide the path to the dataset root directory.\n",
    "#   If the datasets is not downloaded, it will be downloaded\n",
    "#   to this directory.\n",
    "dataset_root = Path.cwd().parent / \"datasets\" / \"MVTec\" / \"transistor\""
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tiling Large Images\n",
    "\n",
    "In the literature on deep learning, input image sizes typically range from 224 to 768 pixels. In the majority of industrial applications, however, input image sizes are significantly larger. Before the forward pass, these images are resized to a smaller scale before being fed into the models. However, this is problematic in the context of anomaly detection tasks, where the anomaly is typically quite small. The detection of abnormalities becomes extremely difficult when the image is shrunk in size. A common method for addressing this issue is to tile the input images so that no information is lost during the resizing operation.\n",
    "\n",
    "This notebook demonstrates how tiling works in anomalib, and how tiling can be enabled when training a model using anomalib.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "from torchvision.io import read_image\n",
    "from torchvision.transforms import Resize, ToPILImage\n",
    "from torchvision.utils import draw_segmentation_masks, make_grid\n",
    "\n",
    "from anomalib.data.utils.tiler import Tiler"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Effect of Resizing the Input Image\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Assuming that datasets directory is located in the root directory.\n",
    "image = read_image(path=str(dataset_root / \"test/cut_lead/000.png\"))\n",
    "mask = read_image(path=str(dataset_root / \"ground_truth/cut_lead/000_mask.png\")).bool()\n",
    "overlayed_image = draw_segmentation_masks(image, mask, alpha=0.2, colors=[\"red\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ToPILImage()(overlayed_image)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As can be seen above, the original MVTec image is 1024x1024. Most anomaly detection algorithms resize this input size into a smaller value such as 256x256. As mentioned above, this poses a problem for small anomalous regions as they become even smaller. Let's visualize this by resizing the input image into 256x256 image.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/sakcay/.pyenv/versions/3.10.11/envs/notebooks/lib/python3.10/site-packages/torchvision/transforms/functional.py:1603: UserWarning: The default value of the antialias parameter of all the resizing transforms (Resize(), RandomResizedCrop(), etc.) will change from None to True in v0.17, in order to be consistent across the PIL and Tensor backends. To suppress this warning, directly pass antialias=True (recommended, future default), antialias=None (current default, which means False for Tensors and True for PIL), or antialias=False (only works on Tensors - PIL will still use antialiasing). This also applies if you are using the inference transforms from the models weights: update the call to weights.transforms(antialias=True).\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "resized_image = Resize((256, 256))(image)\n",
    "resized_mask = Resize((256, 256))(mask)\n",
    "resized_overlayed_image = draw_segmentation_masks(resized_image, resized_mask, alpha=0.5, colors=[\"red\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=256x256>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ToPILImage()(resized_overlayed_image)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The figures above demonstrates how resizing affect the input image size. The original image is 1024x1024. The resized image is 256x256. The anomaly is now much smaller and is difficult to detect.\n",
    "\n",
    "### Effect of Tiling\n",
    "\n",
    "To avoid losing information with resizing we could instead tile the image into multiple patches. We could utilize anomalib's `Tiler` object to do this. The `Tiler` object takes in the input image and the desired output size. It then tiles the image into patches of the desired size. The `Tiler` object also returns the coordinates of the patches in the original image. This is useful for reconstructing the tiled image back into the original image. Let's create a tiler object, tile the input image and visualize the tiled image.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "tiler = Tiler(tile_size=(256, 256), stride=256)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "where stride is the parameter defining the spatial distance in pixels between adjacent tiles, and tile size is the size of each tile (patches). Tile size and stride are here defined as (256, 256) and 256, respectively. As a result, we move 256 pixels to the right to take 256x256 patches. This will result in \"non-overlapping tiles\".\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "tiled_image = tiler.tile(image).type(torch.uint8)\n",
    "tiled_mask = tiler.tile(mask).type(torch.bool)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "torch.Size([16, 3, 256, 256]) torch.Size([16, 1, 256, 256])\n"
     ]
    }
   ],
   "source": [
    "print(tiled_image.shape, tiled_mask.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ToPILImage()(make_grid(tiled_image, nrow=4, padding=5))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The image is tiled into non-overlapping patches as seen in the figure above. We have 16 patches in total because the original input size is 1024x1024 and the tile and stride sizes are (256, 256) and 25, respectively. As we can see, the fourteenth tile is the one that contains the anomalous region. We can visualize it by running the following:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "overlayed_tile = draw_segmentation_masks(tiled_image[13], tiled_mask[13], alpha=0.2, colors=[\"red\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=256x256>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ToPILImage()(overlayed_tile)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We could also visualize the resized image and the tiled region by stacking them together. This would show how tiling could preserve the data that resizing operations would otherwise lose.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=512x256>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ToPILImage()(torch.cat([resized_overlayed_image, overlayed_tile], dim=2))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Overall, tiling could be a useful feature when the input image size is large and the anomalous region size is small. Tiling the input could avoid information loss that would otherwise occur with resizing.\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tiling in Anomalib Training\n",
    "\n",
    "This section demonstrates how tiling could be enabled in anomalib training. The dataset section in the configuration files needs to be changed in order to enable tiling in anomalib. The dataset contains a tiling section where tiling parameters are set. Below is an illustration of a tiling configuration;\n",
    "\n",
    "```yaml\n",
    "tiling:\n",
    "  apply: false\n",
    "  tile_size: null\n",
    "  stride: null\n",
    "  remove_border_count: 0\n",
    "  use_random_tiling: False\n",
    "  random_tile_count: 16\n",
    "```\n",
    "\n",
    "For example, to train a dataset with tiling based on 256x256 non-overlapping patches, the following data configuration could be used:\n",
    "\n",
    "```yaml\n",
    "tiling:\n",
    "  apply: true\n",
    "  tile_size: 256\n",
    "  stride: 256\n",
    "  remove_border_count: 0\n",
    "  use_random_tiling: False\n",
    "  random_tile_count: 16\n",
    "```\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "depending on the use-case ,these tiling configurations could potentially improve the performance of the anomaly detection models.\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "anomalib",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
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   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.11"
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  "orig_nbformat": 4,
  "vscode": {
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